4ever Fixed title

assignment page

Column

Novelty

Chromagram of Track 1

Cepstrogram

Chroma-based

Timbre-based

Column

Chromagram of Track 2

Cepstrogram

Chroma-based

Timbre-based

Introduction

Origin of My Selected Tracks

AIVA’s Styles Library

I was particularly drawn to their groove, rhythmic patterns and danceable energy. The uplifting beats and engaging melodies create an inspiring and refreshing listening experience. Curious whether there is a pattern or template that can be extracted. Specifically, a structured approach that could transform a calm or melancholic piece of music into an exciting, dance-inducing track.

Why These?

blahblahblah

Analysis

Hidden secret of Class Corpus

Column

How Mainstream Are we?

Column

How Mainstream Are we?

Column

How Mainstream Are we?

Visualisation

Column

Chromagram

Cepstrogram

Tempo vs Danceablity

Analysis:

- Danceability is highest at 60-80 BPM, suggesting that slower-paced music might be more suitable for dancing.

- Danceability significantly decreases above 130 BPM, indicating that fast-paced music is more suitable for listening rather than dancing.

Column

Tempo vs Arousal

Analysis:

- Music with tempos between 100-130 BPM has the highest Arousal, suggesting that this tempo range makes music more exciting and stimulating, making it ideal for boosting attention or enhancing emotions.

- Arousal starts to decrease above 130 BPM, possibly because the extremely fast tempo causes music to lose emotional expression, making it feel more monotonous or mechanical.

+Danceablity

+Valence

Conclusion